yangfengstat Goto Github PK

academic-kickstart

academic-test

clbic

codes for "How Many Communities Are There?" by Saldana, Yu and Feng (2017)

covid-19

datascience-box

Data Science Course in a Box

fans

matlab code for implementing the FANS (Feature Augmentation via Nonparametrics and Selection) classification method for high-dimensional data

hugo-academic

The website designer for Hugo. Build and deploy a beautiful website in minutes :rocket:

jdinac

Joint density-based Differential Interaction Network Analysis and Classification

linreg

linear regression materials

nis

codes for "Nonparametric Independence Screening in Sparse Ultra-High Dimensional Additive Models" by Fan, Feng and Song (2011), JASA

nproc

R package for "Neyman-Pearson classification algorithms and NP receiver operating characteristic" by Tong, Feng and Li

nproc-1

Python implementation of nproc: Neyman-Pearson (NP) Classification Algorithms. To install: pip install nproc

pgraph

r02pro_source

r4ds

R for data science: a book

rasen

R Package for Random Subspace Ensemble

rccv

codes for "The restricted consistency property of leave-$n_v$-out cross-validation for high-dimensional variable selection" by Yang Feng and Yi Yu

remaster-the-tidyverse

This is a planning repository where I develop Tidyverse-related workshops.

rmarkdown-book

R Markdown: The Definitive Guide (published by Chapman & Hall/CRC in July 2018)

rmarkdown-cookbook

R Markdown Cookbook. A range of tips and tricks to make better use of R Markdown.

road

Matlab Code for "The Regularized Optimal Affine Discriminant (ROAD) for high-dimensional classification"

sis

snab2022

starter-hugo-academic

xtab

An R function to generate a latex table; particularly useful for including the associated standard deviation with the estimate.